GPT Understands, Too

18 March 2021

Xiao Liu

Papers citing "GPT Understands, Too"

50 / 612 papers shown

Title
Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks? Hao Du Shang Liu Yang Cao AAML 45 0 0 28 Apr 2025
Robo-Troj: Attacking LLM-based Task Planners Mohaiminul Al Nahian Zainab Altaweel David Reitano Sabbir Ahmed Saumitra Lohokare Shiqi Zhang Adnan Siraj Rakin AAML 63 0 0 23 Apr 2025
Bayesian Principles Improve Prompt Learning In Vision-Language Models Mingyu Kim Jongwoo Ko Mijung Park VLM 38 0 0 19 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 29 0 0 18 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 18 0 0 06 Apr 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement Runnan Fang Xiaobin Wang Yuan Liang Shuofei Qiao Jialong Wu ... N. Zhang Yong-feng Jiang Pengjun Xie Fei Huang H. Chen LLMAG 69 0 0 04 Apr 2025
Structured Knowledge Accumulation: The Principle of Entropic Least Action in Forward-Only Neural Learning Bouarfa Mahi Quantiota 31 0 0 04 Apr 2025
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 50 1 0 27 Mar 2025
Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 40 0 0 23 Mar 2025
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Yifei Duan Raphael Shang Deng Liang Yongqiang Cai 80 0 0 28 Feb 2025
Unveiling and Causalizing CoT: A Causal Pespective Jiarun Fu LiZhong Ding Hao Li P. Li Qiuning Wei Xu Chen LRM 76 0 0 25 Feb 2025
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs Xinxin You Xien Liu Xue Yang Ziyi Wang Ji Wu 44 0 0 19 Feb 2025
GCoT: Chain-of-Thought Prompt Learning for Graphs Xingtong Yu Chang Zhou Zhongwei Kuai Xinming Zhang Yuan Fang LRM 56 2 0 12 Feb 2025
Rank Also Matters: Hierarchical Configuration for Mixture of Adapter Experts in LLM Fine-Tuning Peizhuang Cong Wenpu Liu Wenhan Yu Haochen Zhao Tong Yang ALM MoE 74 0 0 06 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 42 0 0 04 Feb 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 104 6 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 153 0 28 Jan 2025
Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning Ziyu Zhao Yixiao Zhou Didi Zhu Tao Shen X. Wang Jing Su Kun Kuang Zhongyu Wei Fei Wu Yu Cheng MoE 26 1 0 28 Jan 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 85 16 0 28 Jan 2025
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 31 1 0 27 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 39 0 0 12 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 51 9 0 10 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 33 1 0 08 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 23 0 0 03 Jan 2025
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation Wangyu Wu Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao VLM 67 4 0 18 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 75 0 0 12 Dec 2024
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview Fnu Neha Deepshikha Bhati Deepak Kumar Shukla Angela Guercio Ben Ward 77 0 0 05 Dec 2024
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations Summra Saleem M. Asim L. V. Elst Andreas Dengel 70 0 0 01 Dec 2024
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models Pengfei Cao Yuheng Chen Zhuoran Jin Yubo Chen Kang-Jun Liu Jun Zhao KELM 67 0 0 26 Nov 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang Qiang Liu Shaozhen Liu Xin Sun Shu Wu Liang Wang 37 2 0 02 Nov 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference Kendong Liu Zhiyu Zhu Chuanhao Li Hui Liu H. Zeng Junhui Hou EGVM 38 2 0 29 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
IPO: Interpretable Prompt Optimization for Vision-Language Models Yingjun Du Wenfang Sun Cees G. M. Snoek VLM 25 2 0 20 Oct 2024
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Nusrat Jahan Prottasha Asif Mahmud Md. Shohanur Islam Sobuj Prakash Bhat Md. Kowsher Niloofar Yousefi O. Garibay 30 4 0 11 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 29 4 0 11 Oct 2024
LecPrompt: A Prompt-based Approach for Logical Error Correction with CodeBERT Zhenyu Xu Victor S. Sheng KELM 18 0 0 10 Oct 2024
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models Cong Guo Feng Cheng Zhixu Du James Kiessling Jonathan Ku ... Qilin Zheng Guanglei Zhou Hai Li-Wei Li Yiran Chen 29 7 0 08 Oct 2024
On Unsupervised Prompt Learning for Classification with Black-box Language Models Zhen-Yu Zhang Jiandong Zhang Huaxiu Yao Gang Niu Masashi Sugiyama 21 2 0 04 Oct 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models Ji Liu Jiaxiang Ren Ruoming Jin Zijie Zhang Yang Zhou P. Valduriez Dejing Dou FedML 26 1 0 30 Sep 2024
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) Mahmoud Nazzal Issa Khalil Abdallah Khreishah NhatHai Phan AAML 27 5 0 19 Sep 2024
Developing an End-to-End Framework for Predicting the Social Communication Severity Scores of Children with Autism Spectrum Disorder Jihyun Mun Sunhee Kim Minhwa Chung 23 0 0 30 Aug 2024
Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition Ahmad Pouramini H. Faili VLM 24 0 0 23 Aug 2024
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks Kai-Wei Chang Haibin Wu Yu-Kai Wang Yuan-Kuei Wu Hua Shen Wei-Cheng Tseng Iu-thing Kang Shang-Wen Li Hung-yi Lee 39 3 0 23 Aug 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas K. Maier R. Fietkau Yixing Huang F. Putz LM&MA 32 0 0 20 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 51 5 0 19 Aug 2024
SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning Yuze Zhao Jintao Huang Jinghan Hu Xingjun Wang Yunlin Mao ... Zhikai Wu Baole Ai Ang Wang Wenmeng Zhou Yingda Chen 42 30 0 10 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 48 5 0 05 Aug 2024
Orca: Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models Zhe Li Ronghui Xu Jilin Hu Zhong Peng Xi Lu Chenjuan Guo Bin Yang 26 4 0 29 Jul 2024
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models Mengxian Lyu C.A.I. Peng Daniel Paredes Ziyi Chen Aokun Chen Jiang Bian Yonghui Wu 19 2 0 22 Jul 2024